{"id":23048,"date":"2021-12-13T08:51:28","date_gmt":"2021-12-13T14:51:28","guid":{"rendered":"https:\/\/saluddigital.com\/?p=23048"},"modified":"2025-10-21T11:22:10","modified_gmt":"2025-10-21T17:22:10","slug":"inteligencia-artificial-logra-mejorar-la-calidad-de-las-terapias-de-salud-mental","status":"publish","type":"post","link":"https:\/\/saluddigital.com\/en\/big-data\/inteligencia-artificial-logra-mejorar-la-calidad-de-las-terapias-de-salud-mental\/","title":{"rendered":"Artificial Intelligence manages to improve the quality of mental health therapies"},"content":{"rendered":"
\n\t\t\t\t\t\t
\n\t\t\t\t\t\t
\n\t\t\t\t\t
\n\t\t\t
\n\t\t\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t\t

Through natural language processing (NLP) techniques, it has been possible to analyze mental health sessions and identify which therapies work best for each patient.<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
\n\t\t\t\t\t\t
\n\t\t\t\t\t
\n\t\t\t
\n\t\t\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t\t\t\t\t\t

Through a new approach to mental health care based on Artificial Intelligence (AI) tools, it is possible to analyze which parts between the psychotherapist and the patient are more effective in treating different disorders. As explained MIT Technology Review<\/a>, the PLN, offers mental health professionals a better understanding of their tasks as therapists by helping them improve their level of care.<\/p>

Mental health care, unlike physical illness treatment, does not have a high recovery rate. Science has studied the processes and results of conversational psychotherapy, in order to understand why some psychotherapists achieve better results than others.<\/p>

However, through AI and machine learning, vast numbers of conversations can be analyzed. The language used by psychotherapists is key to understanding what can be done to improve the results of each patient.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

\n\t\t\t\t\t\t
\n\t\t\t\t\t
\n\t\t\t
\n\t\t\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t\t\t\t\t\t

In the United Kingdom and the United States, there are several companies that have developed similar PLN technologies, and successfully applied them to psychotherapies. PLN models convert the conversation between the psychotherapist and the patient into a kind of code, which identifies the points that the professional can improve in therapy, in order to provide better care in subsequent sessions.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t

\n\t\t\t
\n\t\t\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\"\"\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
\n\t\t\t\t\t\t
\n\t\t\t\t\t
\n\t\t\t
\n\t\t\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t\t\t\t\t\t

However, the important thing, in addition to improving mental health care, is to make it easier to access it. In the UK, 75% of people with mental illness do not receive any type of professional care. However, only half of the people who do manage to access mental health care manage to recover.<\/p>

Therefore, by using AI, in addition to improving the quality of therapies, it would be possible for psychotherapists to serve more patients by streamlining care processes through more productive sessions.<\/p>

AI could not replace human attention, only improve it. However, the main challenge is asking patients to allow their private conversations to be made \u201cpublic\u201d, in order to be able to study them by PLN.<\/p>

The goal is for patients to agree that the technology will be used to improve the care they will receive. And also for a more important long-term goal, such as serving more patients in less time.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

\n\t\t\t\t\t\t
\n\t\t\t\t\t
\n\t\t\t
\n\t\t\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t
\n\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/i><\/span>\n\t\t\t\t\t\t\t\t<\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t BIBLIOGRAPHY<\/a>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t

MIT TECHNOLOGY REVIEW<\/strong><\/p>

https:\/\/www.technologyreview.es\/\/s\/13856\/ia-para-aumentar-la-calidad-y-la-cantidad-de-la-terapia-de-salud-mental<\/a><\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"

A trav\u00e9s de t\u00e9cnicas de procesamiento del lenguaje natural (PLN), ha sido posible analizar sesiones de salud mental e identificar cu\u00e1les son las terapias que funcionan mejor en cada paciente. A trav\u00e9s de un nuevo enfoque de atenci\u00f3n en salud mental basado en herramientas de Inteligencia Artificial (IA), es posible analizar qu\u00e9 partes entre el psicoterapeuta y el paciente son m\u00e1s efectivas para tratar distintos trastornos. Seg\u00fan explica MIT Technology Review, el PLN, ofrece a los profesionales de la salud mental una mejor comprensi\u00f3n de sus tareas como terapeutas al ayudarles a mejorar su nivel de atenci\u00f3n. La atenci\u00f3n en salud mental, a diferencia de tratamiento de enfermedades f\u00edsica, no cuenta con una alta tasa de recuperaci\u00f3n. La ciencia ha estudiado los procesos y resultados de la psicoterapia conversacional, con el prop\u00f3sito de entender por qu\u00e9 algunos psicoterapeutas logran mejores resultados que otros. Sin embargo, a trav\u00e9s de la IA y el aprendizaje autom\u00e1tico, se pueden analizar grandes cantidades de conversaciones. El lenguaje que utilizan los psicoterapeutas es clave para entender que se puede hacer para mejorar los resultados en cada paciente. En Reino Unido y Estados Unidos existen diversas compa\u00f1\u00edas que han desarrollado tecnolog\u00edas similares de PLN, y aplicado a psicoterapias de manera exitosa. Los modelos de PLN convierten la conversaci\u00f3n entre el psicoterapeuta y el paciente en una especie de c\u00f3digo, que identifica cu\u00e1les son los puntos que puede mejorar el profesional en la terapia, con el fin de brindar mejor atenci\u00f3n en sesiones posteriores. No obstante, lo importante adem\u00e1s de mejorar la atenci\u00f3n en salud mental, es lograr que sea m\u00e1s f\u00e1cil accesar a esta. En Reino Unido, el 75% de las personas con enfermedades mentales no reciben ning\u00fan tipo de atenci\u00f3n profesional. Sin embargo, solo la mitad de las personas que si logran acceder a atenci\u00f3n en salud mental logran recuperarse. Por ello al utilizar la IA, adem\u00e1s de mejorar la calidad de las terapias, ser\u00eda posible que los psicoterapeutas atendieran a m\u00e1s pacientes al agilizar los procesos de atenci\u00f3n mediante sesiones m\u00e1s productivas. La IA no podr\u00eda remplazar la atenci\u00f3n humana, solo mejorarla. No obstante, el principal reto es pedir a los pacientes que permitan que sus conversaciones privadas de hagan “p\u00fablicas”, para lograr estudiarlas por PLN. El objetivo es que los pacientes est\u00e9n de acuerdo en que la tecnolog\u00eda se utilizar\u00e1 para mejorar la atenci\u00f3n que van a recibir. Y adem\u00e1s por un fin m\u00e1s importante a largo plazo, como lo es atender a m\u00e1s pacientes en menos tiempo. BIBLIOGRAF\u00cdA MIT TECNOLOGY REVIEW https:\/\/www.technologyreview.es\/\/s\/13856\/ia-para-aumentar-la-calidad-y-la-cantidad-de-la-terapia-de-salud-mental<\/p>","protected":false},"author":1,"featured_media":23049,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[156,3393,160],"tags":[145],"class_list":["post-23048","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-big-data","category-inteligencia-artificial-y-ciencia","category-noticias","tag-noticias"],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/saluddigital.com\/en\/wp-json\/wp\/v2\/posts\/23048","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/saluddigital.com\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/saluddigital.com\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/saluddigital.com\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/saluddigital.com\/en\/wp-json\/wp\/v2\/comments?post=23048"}],"version-history":[{"count":0,"href":"https:\/\/saluddigital.com\/en\/wp-json\/wp\/v2\/posts\/23048\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/saluddigital.com\/en\/wp-json\/wp\/v2\/media\/23049"}],"wp:attachment":[{"href":"https:\/\/saluddigital.com\/en\/wp-json\/wp\/v2\/media?parent=23048"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/saluddigital.com\/en\/wp-json\/wp\/v2\/categories?post=23048"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/saluddigital.com\/en\/wp-json\/wp\/v2\/tags?post=23048"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}